The random variable X can take values 0, 1, 2. If $P(X=0) = P(X=1)=α$, and $E(X^2)=E(X)$, then which of the following are correct? (A) $E(X) = 2-3α$ Choose the correct answer from the options given below: |
(A), (B) and (C) only (A), (C) and (D) only (B) and (C) only (A) and (C) only |
(A) and (C) only |
The correct answer is Option (4) → (A) and (C) only $X \in \{0,1,2\}.$ $P(X=0)=P(X=1)=\alpha.$ $P(X=2)=1-2\alpha.$ $E(X)=0\cdot\alpha+1\cdot\alpha+2(1-2\alpha).$ $E(X)=\alpha+2-4\alpha=2-3\alpha.$ $\text{Thus (A) is correct.}$ $E(X^2)=0^2\alpha+1^2\alpha+2^2(1-2\alpha).$ $E(X^2)=\alpha+4-8\alpha=4-7\alpha.$ $E(X^2)=E(X).$ $4-7\alpha=2-3\alpha.$ $2=4\alpha.$ $\alpha=\frac{1}{2}.$ $\text{Thus (C) is correct.}$ $\text{(B) is incorrect since }E(X^2)=4-7\alpha.$ $\text{(D) is incorrect.}$ $\text{Correct options: (A) and (C).}$ |